Books/Machine Learning for Humans

 
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== Machine Learning for Humans ==
 
== Machine Learning for Humans ==
 
;Introduction
 
;Introduction
:[[Course:Machine Learning for Humans/Introduction/Purpose]]
+
:[[Course:Machine_Learning_for_Humans/Introduction/Purpose]]
:[[Course:Machine Learning for Humans/Introduction/Tools]]
+
:[[Course:Machine_Learning_for_Humans/Introduction/Tools]]
:[[Course:Machine Learning for Humans/Introduction/What is Machine Learning?]]
+
:[[Course:Machine_Learning_for_Humans/Introduction/What is Machine Learning?]]
 
;Foundations
 
;Foundations
:[[Course:Machine Learning for Humans/Foundations/Describe the world]]
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:[[Course:Machine_Learning_for_Humans/Foundations/Describe the world]]
:[[Course:Machine Learning for Humans/Foundations/What is Data?]]
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:[[Course:Machine_Learning_for_Humans/Foundations/What is Data?]]
:[[Course:Machine Learning for Humans/Foundations/Find the edges]]
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:[[Course:Machine_Learning_for_Humans/Foundations/Find the edges]]
:[[Course:Machine Learning for Humans/Foundations/Find the center]]
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:[[Course:Machine_Learning_for_Humans/Foundations/Find the center]]
:[[Course:Machine Learning for Humans/Foundations/Measure error]]
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:[[Course:Machine_Learning_for_Humans/Foundations/Measure error]]
:[[Course:Machine Learning for Humans/Foundations/Groups/clusters]]
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:[[Course:Machine_Learning_for_Humans/Foundations/Groups - clusters]]
:[[Course:Machine Learning for Humans/Foundations/Probability and uncertainty]]
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:[[Course:Machine_Learning_for_Humans/Foundations/Probability and uncertainty]]
:[[Course:Machine Learning for Humans/Foundations/Supervised or unsupervised?]]
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:[[Course:Machine_Learning_for_Humans/Foundations/Supervised or unsupervised?]]
 
;Visualization
 
;Visualization
:[[Course:Machine Learning for Humans/Visualization/Intro]]
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:[[Course:Machine_Learning_for_Humans/Visualization/Intro]]
:[[Course:Machine Learning for Humans/Visualization/Scatterplot]]
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:[[Course:Machine_Learning_for_Humans/Visualization/Scatterplot]]
 
;Supervised Learning
 
;Supervised Learning
:[[Course:Machine Learning for Humans/Supervised Learning/Nearest Neigbors]]
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:[[Course:Machine_Learning_for_Humans/Supervised Learning/Nearest Neigbors]]
:[[Course:Machine Learning for Humans/Supervised Learning/Classification Tree]]
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:[[Course:Machine_Learning_for_Humans/Supervised Learning/Classification Tree]]
:[[Course:Machine Learning for Humans/Supervised Learning/Linear Regression]]
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:[[Course:Machine_Learning_for_Humans/Supervised Learning/Linear Regression]]
:[[Course:Machine Learning for Humans/Supervised Learning/Logistic Regression]]
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:[[Course:Machine_Learning_for_Humans/Supervised Learning/Logistic Regression]]
 
;Unsupervised Learning
 
;Unsupervised Learning
:[[Course:Machine Learning for Humans/Unsupervised Learning/K-Means Clustering]]
+
:[[Course:Machine_Learning_for_Humans/Unsupervised Learning/K-Means Clustering]]
 
;Appendix
 
;Appendix
:[[Course:Machine Learning for Humans/Appendix/Further Learning]]
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:[[Course:Machine_Learning_for_Humans/Appendix/Further Learning]]
  
[[Category:Books|Machine Learning for Humans]]
+
[[Category:Books|Machine_Learning_for_Humans]]

Latest revision as of 13:16, 5 May 2017

Machine Learning for Humans[edit source]

Introduction
Course:Machine_Learning_for_Humans/Introduction/Purpose
Course:Machine_Learning_for_Humans/Introduction/Tools
Course:Machine_Learning_for_Humans/Introduction/What is Machine Learning?
Foundations
Course:Machine_Learning_for_Humans/Foundations/Describe the world
Course:Machine_Learning_for_Humans/Foundations/What is Data?
Course:Machine_Learning_for_Humans/Foundations/Find the edges
Course:Machine_Learning_for_Humans/Foundations/Find the center
Course:Machine_Learning_for_Humans/Foundations/Measure error
Course:Machine_Learning_for_Humans/Foundations/Groups - clusters
Course:Machine_Learning_for_Humans/Foundations/Probability and uncertainty
Course:Machine_Learning_for_Humans/Foundations/Supervised or unsupervised?
Visualization
Course:Machine_Learning_for_Humans/Visualization/Intro
Course:Machine_Learning_for_Humans/Visualization/Scatterplot
Supervised Learning
Course:Machine_Learning_for_Humans/Supervised Learning/Nearest Neigbors
Course:Machine_Learning_for_Humans/Supervised Learning/Classification Tree
Course:Machine_Learning_for_Humans/Supervised Learning/Linear Regression
Course:Machine_Learning_for_Humans/Supervised Learning/Logistic Regression
Unsupervised Learning
Course:Machine_Learning_for_Humans/Unsupervised Learning/K-Means Clustering
Appendix
Course:Machine_Learning_for_Humans/Appendix/Further Learning